AAIA: Advanced in AI Audit

By Isaca · Question Mode

QuestionQ21

VerifiedAI Auditing Tools and Techniques

Which of the following is the MOST important consideration when auditing data used to train an AI model?

Explanation

Training data should be representative of the population, conditions, and relevant variation in the intended use case. Representative data reduces systematic bias and helps the model generalize reliably beyond the training set.

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